Senior Full-stack Backend & ML Engineer

8 years building and shipping backend systems and full-stack products, mostly solo or in small remote teams. Nick enjoys owning things end to end, from infrastructure to API and the frontend components. His recent projects include myfinance.cc, a personal finance SaaS utilizing a Random Forest classifier for transaction categorization (~95% accuracy) and a per-user RF regressor for spend forecasting, along with Z-score anomaly detection. He also developed watchdock.cc, an observability platform featuring error tracking, uptime/SSL monitoring, container health, and AI-generated daily ops summaries. Nick maintains async-first PyPI packages (kenyan-counties, daraja-sdk).